Subset (3)

income · 12.2k rows

Split (1)

train · 12.2k rows

age int64	capital_gain float64	capital_loss float64	education int64	final_weight int64	hours_worked_per_week int64	marital_status string	native_country string	occupation string	race string	relationship string	is_male bool	workclass string	over_threshold int64
18	0	0	9	217,302	30	Never-married	United-States	Other-service	White	Not-in-family	true	Private	0
21	3,325	0	9	189,888	60	Never-married	United-States	Handlers-cleaners	White	Not-in-family	true	Private	0
25	0	0	13	335,376	30	Never-married	United-States	?	White	Own-child	false	?	0
23	0	0	10	345,734	40	Never-married	United-States	Other-service	White	Own-child	true	Private	0
43	0	0	14	32,016	40	Married-civ-spouse	United-States	Prof-specialty	White	Husband	true	Federal-gov	1
36	0	0	9	465,326	40	Married-civ-spouse	United-States	Farming-fishing	White	Husband	true	Private	0
61	0	0	8	199,495	40	Married-civ-spouse	United-States	Craft-repair	White	Husband	true	State-gov	0
61	3,411	0	3	180,382	45	Married-civ-spouse	United-States	Handlers-cleaners	White	Husband	true	Private	0
44	0	0	9	193,144	35	Divorced	United-States	Adm-clerical	White	Unmarried	false	Local-gov	0
37	5,013	0	9	195,843	40	Married-civ-spouse	United-States	Craft-repair	White	Husband	true	State-gov	0
64	0	0	10	64,544	12	Married-civ-spouse	United-States	Sales	White	Husband	true	Private	0
19	0	0	10	29,510	20	Never-married	United-States	Other-service	White	Own-child	false	Private	0
23	0	0	10	110,677	15	Never-married	United-States	Other-service	White	Own-child	false	Private	0
61	0	0	9	153,264	40	Widowed	United-States	Tech-support	White	Not-in-family	false	Local-gov	0
31	0	0	9	102,884	50	Married-civ-spouse	United-States	Machine-op-inspct	White	Husband	true	Private	0
17	0	0	7	204,018	15	Never-married	United-States	Sales	White	Unmarried	true	Private	0
41	0	0	14	117,012	55	Never-married	United-States	Exec-managerial	White	Not-in-family	false	Self-emp-not-inc	0
25	0	0	9	174,592	25	Never-married	United-States	Other-service	White	Own-child	false	Private	0
37	0	0	9	188,069	40	Married-civ-spouse	United-States	Machine-op-inspct	White	Husband	true	Private	0
53	4,386	0	11	151,580	40	Married-civ-spouse	United-States	Prof-specialty	White	Husband	true	State-gov	1
24	0	0	8	160,398	30	Never-married	United-States	Farming-fishing	White	Own-child	true	Private	0
27	0	0	9	205,188	60	Married-civ-spouse	United-States	Protective-serv	White	Husband	true	State-gov	0
42	0	0	5	204,817	35	Never-married	United-States	?	Black	Own-child	true	?	0
23	0	0	9	233,711	50	Married-civ-spouse	United-States	Other-service	White	Husband	true	Private	0
31	0	0	13	223,376	40	Never-married	United-States	Adm-clerical	Black	Unmarried	false	State-gov	0
30	0	0	13	182,771	15	Never-married	China	Other-service	Asian-Pac-Islander	Not-in-family	true	Private	0
22	0	0	10	379,883	40	Never-married	United-States	?	White	Own-child	false	?	0
31	0	0	9	332,379	40	Never-married	United-States	Machine-op-inspct	White	Not-in-family	true	Private	0
17	0	0	7	81,010	20	Never-married	United-States	Sales	White	Own-child	false	Private	0
50	0	0	6	117,295	40	Married-civ-spouse	United-States	Craft-repair	White	Husband	true	Private	0
58	0	0	4	228,614	35	Married-civ-spouse	United-States	?	Black	Husband	true	?	0
23	0	0	13	130,773	40	Never-married	United-States	Exec-managerial	White	Unmarried	true	Private	0
67	0	0	9	183,420	21	Married-civ-spouse	United-States	?	White	Husband	true	?	0
40	0	0	9	169,031	40	Never-married	United-States	Farming-fishing	White	Not-in-family	true	Private	0
17	0	0	7	152,710	20	Never-married	United-States	Other-service	White	Own-child	false	Private	0
21	0	0	10	278,254	40	Never-married	United-States	Handlers-cleaners	Black	Own-child	true	Private	0
47	0	0	14	115,304	40	Divorced	United-States	Prof-specialty	White	Not-in-family	false	Local-gov	0
44	0	0	9	150,076	30	Never-married	United-States	Other-service	White	Not-in-family	true	Private	0
47	0	0	15	175,958	45	Married-civ-spouse	United-States	Sales	White	Husband	true	Private	1
28	0	0	10	129,624	40	Never-married	United-States	?	White	Other-relative	true	?	0
37	0	0	2	323,155	85	Married-civ-spouse	Mexico	Farming-fishing	White	Husband	true	Private	0
58	0	0	6	183,870	40	Married-civ-spouse	United-States	Transport-moving	White	Wife	false	Self-emp-inc	0
43	0	0	1	245,056	40	Married-civ-spouse	Haiti	Transport-moving	Black	Husband	true	Self-emp-not-inc	0
29	0	0	5	380,560	40	Married-civ-spouse	Mexico	Machine-op-inspct	White	Husband	true	Private	0
42	0	0	11	148,316	40	Married-civ-spouse	United-States	Protective-serv	White	Husband	true	State-gov	1
43	0	0	13	167,151	60	Divorced	United-States	Prof-specialty	Black	Unmarried	false	Private	0
36	0	0	9	37,931	48	Married-civ-spouse	United-States	Protective-serv	White	Husband	true	State-gov	1
56	0	0	10	435,022	50	Divorced	United-States	Other-service	White	Not-in-family	false	Private	0
41	0	0	9	140,886	40	Married-civ-spouse	United-States	Farming-fishing	White	Husband	true	Private	0
42	0	0	10	155,106	45	Never-married	United-States	Machine-op-inspct	White	Not-in-family	true	Private	0
29	0	0	11	169,544	40	Never-married	United-States	Tech-support	White	Not-in-family	true	Private	0
43	5,178	0	13	171,087	40	Married-civ-spouse	United-States	Prof-specialty	White	Husband	true	Private	1
31	0	0	9	144,064	48	Married-civ-spouse	United-States	Craft-repair	White	Husband	true	Private	1
43	15,024	0	13	130,126	50	Married-civ-spouse	United-States	Exec-managerial	White	Husband	true	Private	1
75	0	0	14	30,599	50	Married-spouse-absent	United-States	Prof-specialty	White	Not-in-family	false	Self-emp-not-inc	0
35	0	0	9	140,854	40	Married-civ-spouse	United-States	Craft-repair	White	Husband	true	Self-emp-not-inc	0
38	0	0	9	414,991	40	Married-civ-spouse	United-States	Transport-moving	White	Husband	true	Private	1
28	0	0	10	201,861	45	Married-civ-spouse	United-States	Machine-op-inspct	White	Husband	true	Private	0
40	0	0	14	280,167	40	Married-civ-spouse	United-States	Prof-specialty	White	Husband	true	Federal-gov	1
44	0	0	13	125,461	40	Married-civ-spouse	United-States	Sales	White	Husband	true	Private	1
55	0	0	9	254,627	40	Married-civ-spouse	United-States	Other-service	White	Husband	true	Private	0
23	0	0	4	214,238	40	Never-married	Mexico	?	White	Not-in-family	false	?	0
28	0	0	9	94,128	40	Never-married	United-States	Machine-op-inspct	White	Not-in-family	true	Private	0
52	0	0	6	267,583	40	Divorced	United-States	Machine-op-inspct	White	Unmarried	false	Private	0
29	0	0	9	229,341	50	Never-married	United-States	Craft-repair	White	Not-in-family	true	Self-emp-not-inc	1
27	0	0	9	206,199	40	Never-married	United-States	Craft-repair	Black	Not-in-family	true	Private	0
54	0	0	12	231,342	32	Divorced	United-States	Sales	White	Not-in-family	true	Private	0
17	0	0	6	143,034	4	Never-married	United-States	Other-service	White	Own-child	true	Self-emp-inc	0
47	0	0	9	148,169	40	Married-civ-spouse	United-States	Craft-repair	White	Husband	true	Self-emp-not-inc	0
32	0	1,887	12	185,027	40	Married-civ-spouse	Ireland	Craft-repair	White	Husband	true	Private	1
21	0	0	10	143,062	32	Never-married	United-States	Other-service	White	Own-child	true	Private	0
55	0	0	9	200,939	48	Married-civ-spouse	United-States	Craft-repair	White	Husband	true	Private	1
36	0	0	13	135,289	48	Married-civ-spouse	United-States	Craft-repair	White	Husband	true	Private	1
38	7,298	0	13	187,870	50	Married-civ-spouse	United-States	Prof-specialty	White	Husband	true	Private	1
19	0	0	6	151,801	39	Never-married	United-States	Handlers-cleaners	White	Own-child	true	Private	0
24	0	0	9	330,836	40	Married-civ-spouse	United-States	Protective-serv	White	Husband	true	State-gov	0
46	0	0	11	237,731	40	Married-civ-spouse	United-States	Adm-clerical	White	Husband	true	Private	0
73	0	0	9	108,098	32	Divorced	United-States	Adm-clerical	White	Not-in-family	false	Private	0
47	25,236	0	13	97,883	35	Widowed	United-States	Priv-house-serv	White	Unmarried	false	Private	1
27	0	0	9	183,511	40	Married-civ-spouse	United-States	Handlers-cleaners	White	Husband	true	Private	0
57	0	0	15	165,881	40	Married-civ-spouse	United-States	Prof-specialty	White	Husband	true	Self-emp-inc	0
49	0	0	6	110,669	32	Divorced	United-States	Machine-op-inspct	White	Not-in-family	false	Private	0
41	0	0	13	120,277	40	Never-married	United-States	Craft-repair	White	Not-in-family	true	Private	0
68	0	1,870	7	230,904	35	Widowed	United-States	Machine-op-inspct	Black	Not-in-family	false	Private	0
66	10,605	0	13	115,880	40	Married-civ-spouse	United-States	Prof-specialty	White	Husband	true	Private	1
39	0	0	10	266,960	25	Divorced	United-States	Machine-op-inspct	White	Not-in-family	false	Private	0
48	0	0	14	149,640	40	Never-married	United-States	Exec-managerial	White	Not-in-family	true	Private	0
25	0	0	13	307,294	40	Divorced	United-States	Prof-specialty	White	Unmarried	false	Local-gov	0
33	0	0	8	107,142	40	Never-married	United-States	Craft-repair	White	Unmarried	true	Private	0
46	0	2,258	9	140,644	50	Married-spouse-absent	United-States	Machine-op-inspct	White	Not-in-family	true	Private	0
20	0	0	3	332,689	40	Married-civ-spouse	Mexico	Craft-repair	White	Husband	true	Private	0
28	0	0	9	196,621	37	Married-spouse-absent	United-States	Tech-support	White	Not-in-family	false	Private	0
27	0	0	13	26,754	10	Married-civ-spouse	China	?	Asian-Pac-Islander	Wife	false	?	0
58	15,024	0	9	248,841	40	Married-civ-spouse	United-States	Sales	White	Husband	true	Self-emp-not-inc	1
43	0	0	9	336,643	50	Never-married	United-States	Exec-managerial	White	Not-in-family	false	Private	0
36	0	0	9	248,010	45	Married-civ-spouse	United-States	Adm-clerical	White	Husband	true	Private	0
24	0	0	9	132,320	50	Divorced	United-States	Machine-op-inspct	White	Not-in-family	true	Self-emp-not-inc	0
45	0	0	13	275,995	50	Married-civ-spouse	United-States	Tech-support	White	Husband	true	Private	1
48	99,999	0	14	25,468	50	Divorced	United-States	Exec-managerial	White	Not-in-family	true	Private	1
46	0	0	9	202,560	40	Married-civ-spouse	United-States	?	White	Wife	false	?	1

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